Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 1.178253 1.440777 1.780551 2.267687 2.976156 4.020406 5.793162
2025-06-08 0.813511 1.083937 1.485901 2.174207 3.447353 6.065580 13.548181
2025-06-15 0.666255 0.940861 1.391020 2.275684 4.297823 10.229872 48.125253
2025-06-22 0.562879 0.825805 1.286380 2.286666 4.999165 16.273430 324.407585
2025-06-29 0.483777 0.728379 1.177039 2.225098 5.479950 24.375297 NaN
2025-07-06 0.427616 0.657683 1.096244 2.187700 6.035530 38.717078 NaN
2025-07-13 0.402496 0.636773 1.107177 2.387218 7.873408 112.380628 NaN
2025-07-20 0.375698 0.607315 1.091540 2.508501 9.751882 493.162036 NaN
2025-07-27 0.346161 0.567563 1.043097 2.506370 11.049427 5189.285335 NaN
2025-08-03 0.316942 0.524332 0.977496 2.418430 11.644293 NaN NaN
2025-08-10 0.298773 0.501022 0.954712 2.473250 13.820434 NaN NaN
2025-08-17 0.285719 0.486429 0.950211 2.598054 17.611674 NaN NaN
2025-08-24 0.268542 0.461612 0.916338 2.597203 20.290682 NaN NaN
2025-08-31 0.249635 0.431198 0.862979 2.491888 21.050281 NaN NaN
2025-09-07 0.240343 0.420607 0.860698 2.617505 28.044494 NaN NaN
2025-09-14 0.228605 0.403307 0.836851 2.631250 33.454655 NaN NaN
2025-09-21 0.215655 0.382061 0.798562 2.555864 35.847166 NaN NaN
2025-09-28 0.204742 0.364473 0.768216 2.510147 39.744305 NaN NaN
2025-10-05 0.201663 0.364385 0.788554 2.754930 68.790249 NaN NaN
2025-10-12 0.196354 0.358565 0.790846 2.904722 111.285676 NaN NaN
2025-10-19 0.188476 0.345970 0.770294 2.902082 144.062651 NaN NaN
2025-10-26 0.179323 0.329659 0.735977 2.793408 150.555778 NaN NaN
2025-11-02 0.173940 0.321977 0.727967 2.861108 239.421980 NaN NaN